(2) Training from scratch yields up to 1.4 higher AP\(^\text{box}\)  than fine-tuning from supervised IN1k pre-training (50.7 49.3). While the higher AP may sound surprising, the same trend is observed in [1]}. Supervised pre-training is not always a stronger baseline than random initialization.
